diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index 9acde4f89..63019aa44 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -78,9 +78,9 @@ jobs:
 
       - uses: julia-actions/julia-processcoverage@v1
 
-      - uses: codecov/codecov-action@v4
+      - uses: codecov/codecov-action@v5
         with:
-          file: lcov.info
+          files: lcov.info
           token: ${{ secrets.CODECOV_TOKEN }}
           fail_ci_if_error: true
 
diff --git a/test/turing/Project.toml b/test/turing/Project.toml
index 28341c20b..62e8cc8eb 100644
--- a/test/turing/Project.toml
+++ b/test/turing/Project.toml
@@ -11,7 +11,7 @@ Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
 
 [compat]
 Distributions = "0.25"
-DynamicPPL = "0.24, 0.25, 0.26, 0.27, 0.28, 0.29, 0.30"
+DynamicPPL = "0.24, 0.25, 0.26, 0.27, 0.28, 0.29, 0.30, 0.31"
 HypothesisTests = "0.11"
 MCMCChains = "6"
 ReverseDiff = "1.15"